How a brand experiment using peer advocacy improved LTV:CAC by 30% and cut CPL in a mature market where paid channels had plateaued.
Case StudiesResources
JANUARY 27, 2026
How I Broke Through a Growth Plateau: A Brand Case Study
JANUARY 21, 2026
How I Built an AI Content Engine in Claude Code
I built an AI content system in Claude Code that takes me from interview to published blog post. Here's exactly how it works and what I learned building it.
AI TinkeringJANUARY 21, 2026
How I Improved LTV/CAC by 3x: A Demand Gen Case Study
How redesigning demand gen around supply reliability drove 3x improvement in LTV/CAC and 125% increase in school partner LTV at Swing Education.
Case StudiesJANUARY 20, 2026
I Fixed My ChatGPT Verbosity Problem with One Prompt Change
Three paragraphs when five words would do. Then I found Langfuse's internal productivity handbook with seven rules that fix AI verbosity immediately.
AI TinkeringDECEMBER 12, 2025
I Hired David Goggins to Yell at Me. He's a Chatbot.
I've been stuck. The kind of stuck where you know you're stuck, which somehow makes it worse. So I did what I always do when the mental gears seize up: I started reading.
AI Tinkering